A 66-year-old male with a significant smoking history presents with increased dyspnea, wheezing, and a change in sputum color from white to green over the past three days.
His baseline oxygen saturation is 91% on 2L nasal cannula, but today it is 87%.
According to the GOLD guidelines, which of the following is the most critical initial intervention for his acute COPD exacerbation?